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Some approximations to the path formula for some nonlinear models

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  • Christiana Kartsonaki

Abstract

In linear least squares regression there exists a simple decomposition of the effect of an exposure on an outcome into two parts in the presence of an intermediate variable. This decomposition is described and then analogous decompositions for other models are examined, namely for logistic regression and proportional hazards models.

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  • Christiana Kartsonaki, 2024. "Some approximations to the path formula for some nonlinear models," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 51(4), pages 1433-1449, December.
    • Handle: RePEc:bla:scjsta:v:51:y:2024:i:4:p:1433-1449
    DOI: 10.1111/sjos.12753
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